SlideShare una empresa de Scribd logo
1 de 32
www.edureka.co
www.edureka.co
www.edureka.co
www.edureka.co
www.edureka.co
www.edureka.co
Youwereinformedthat BrightYellowMangoesareSweeterthanPaleYellowMangoes
HowwillYouchoosethebestmangoes?
SWEETER
www.edureka.co
LookformorethanJustColours
Always
Sweet
Sweet only
Half of the Time
Afteralotofponderingandtastingdifferenttypesofmangoes,youconcludedthatthebiggerandbrightyellowmangoes
areguaranteedtobesweet,whilethesmaller,brightyellowmangoesaresweetonlyhalfthetime.
www.edureka.co
YourFavouriteVendorisOutofTown
Always Sweet Half of the Time
SWEETER
Youmadeanotherobservation,hereatthisnewvendor,that“Softmangoesarethejuiciest”
www.edureka.co
AlltheknowledgeaboutmangoesisWorthless
Ifyouwanttobuyoranges,youcan’tusetheknowledgeofMangoesandapplyittothem.
www.edureka.co
{
if (Colour == bright yellow) & (size == big) => Mango is sweet
If (Texture == soft) => mango is juicy
}
Whatifyouhavetowriteacodeforit?
• ModifyListManually
• UnderstandtheDifferent Factors
www.edureka.co
MACHINE LEARNING LEARN FROM
EXAMPLE & EXPERIENCE
www.edureka.co
Itusesthedatatodetectpatternsinadatasetandadjustprogramactionsaccordinglyandfocusesonthedevelopment
ofcomputerprogramsthatcanteachthemselvestogrowandchangewhenexposedtonewdata.Itenablescomputers
tofindhiddeninsightsusingiterativealgorithmswithoutbeingexplicitlyprogrammed
MACHINELEARNINGFEATURES
www.edureka.co
DETECTSPATTERNS GROW&CHANGE HIDDENINSIGHTS
www.edureka.co
MachineLearningplaysanimportantroleinourdaytodayLifeaswell.
AllthewayfromGooglemapstoVirtualPersonalVoiceAssistantsinyourphone.
APPLICATIONSOFML
www.edureka.co
GOOGLEMAPS PRODUCTSRECOMMENDATION SELFDRIVINGCARS
www.edureka.co
www.edureka.co
Step 1 Step 2 Step 3 Step 4 Step 5 Step 6
Collecting Data
Data Wrangling
Analyse Data
Train Algorithm
Test Algorithm
Deployment
MACHINELEARNINGSTEPS
www.edureka.co
www.edureka.co
SUPERVISED
LEARNING
www.edureka.co
Y = f(X)
INPUT
OUTPUT
SUPERVISED
LEARNING
EXAMPLES
www.edureka.co
UNSUPERVISED
LEARNING
www.edureka.co
UNSUPERVISED
LEARNING
EXAMPLES
www.edureka.co
UNSUPERVISED
LEARNING
EXAMPLES
www.edureka.co
REINFORCEMENT
LEARNING
www.edureka.co
REINFORCEMENT
LEARNING
EXAMPLE
www.edureka.co
Scenario - 1
REINFORCEMENT
LEARNING
EXAMPLE
www.edureka.co
Scenario - 1
REINFORCEMENT
LEARNING
EXAMPLE
www.edureka.co
Scenario - 2
REINFORCEMENT
LEARNING
EXAMPLE
www.edureka.co
www.edureka.co
YouTube Video Link in the Description
www.edureka.co

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